SMARTICS Journal
Vol 7 No 2: SMARTICS Journal (Oktober 2021)

Segmentasi Perilaku Belajar Mahasiswa Selama Masa Pandemi Covid-19 Berbasis K-Means

Fitri Marisa (Universitas Widya Gama)
Anastasia Lidya Maukar (Universitas Presiden)
Husri Sidi (Universitas Widyagama Malang)
Rivaldo Tito Lamberto Da Silva (Universitas Widyagama Malang)
Widiya Nur Permata (Universitasi Widyagama Malang)
Achmad Aziz Wahdana (Universitas Widyagama Malang)



Article Info

Publish Date
14 Jan 2022

Abstract

Since the Covid-19 virus pandemic which has the long name Corona Virus Disease-19 hit in many countries, which is Indonesia, their government is currently making various efforts and steps to prevent the transmission of the Corona virus in our homeland by avoiding crowds, Therefore, the government carried out instructions to deal with the crowd by closing or resting or carrying out all activities from home, this method was to avoid the spread of Covid-19. This study use the K-Means Clustering method. The purpose of making this journal is to find a solution to evaluate the existing online learning system based on Student Learning Behavior Segmentation During the K-Means-Based Covid-19 Pandemic. Survey technique will be used in this research, a survey is used to obtain data or information from a number of respondents regarding the existence of an issue or topic. The data is obtained from filling out questions that have been shared with all respondents through a google form which will be processed later. The data that has been collected based on the data will use effective clustering regarding online learning in 4 clusters. The researchers report that the K-Means algorithm can be used to detect patterns from the data. Segmentation of student learning behavior during the Covid-19 pandemic based on K-Means based on the levels of "very good", "Good", "enough", "Poor", "very poor" on Student Learning Behavior During the Covid-19 Pandemic based K-Means.

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Journal Info

Abbrev

jst

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering

Description

SMARTICS Journal's aims is to disseminate research on applied computer science or information technology by publishing the original articles. The scope of SMARTICS are electrical, electronics, controls, information system, and applied ...